Local AI PCs

 The Cheapest 4TB DGX Spark Alternative… ASUS GX10 - YouTube

The Most Powerful APU on Earth - YouTube

$2,000 cheaper Beelink GTR9 Pro through LLM benchmarks against the Mac Studio M3 Ultra and other AMD Ryzen AI Max+ 395 (Strix Halo) boxes

Amazon.com: Beelink Mini PC, GTR9 Pro AMD Ryzen AI Max+ 395 CPU (126 Tops), 128GB RAM 2TB Crucial SSD, Mini Computer 10GbE Dual LAN/WiFi 7+BT5.4/8K Quad Display/USB4.0 * 2/SD Card Slot/DeepSeek 70B : Electronics
$2999

Cute, but powerful: meet NanoCluster, a tiny supercomputer - YouTube

AI Agent Skills

An AI agent skill is a portable, reusable bundle of instructions, scripts, and context (a skill.md file) that extends an agent's capabilities to perform specific tasks.

These skills act as "modular tools" that provide domain expertise, ensure consistent workflows, and reduce token usage by being loaded only when needed

 Agent Skills Overview - Agent Skills.io

A standardized way to give AI agents new capabilities and expertise.

Agent Skills are a lightweight, open format for extending AI agent capabilities with specialized knowledge and workflows.At its core, a skill is a folder containing a SKILL.md file. This file includes metadata (name and description, at minimum) and instructions that tell an agent how to perform a specific task. Skills can also bundle scripts, reference materials, templates, and other resources.

my-skill/
├── SKILL.md          # Required: metadata + instructions
├── scripts/          # Optional: executable code
├── references/       # Optional: documentation
├── assets/           # Optional: templates, resources
└── ...               # Any additional files or directories

Agent Skills – Codex | OpenAI Developers

Agent Skills | Microsoft Learn

code.claude.com/docs/en/skills.md

You're likely missing out on agent skills true potential! - YouTube
by Maximilian Schwarzmüller - YouTube

Agent Skills 101: Never Explain Twice Again... - YouTube
by NeuralNine - YouTube

Agent Skills :Standard for Smarter AI | by Plaban Nayak | Medium